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- Marie-Jeanne Lesot
LIP6, Paris
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Publication search results
found 151 matches
- 2024
- Véronne Yepmo, Grégory Smits, Marie-Jeanne Lesot, Olivier Pivert:
Leveraging an Isolation Forest to Anomaly Detection and Data Clustering. Data Knowl. Eng. 151: 102302 (2024) - Ismaïl Baaj, Zied Bouraoui, Antoine Cornuéjols, Thierry Denoeux, Sébastien Destercke, Didier Dubois, Marie-Jeanne Lesot, João Marques-Silva, Jérôme Mengin, Henri Prade, Steven Schockaert, Mathieu Serrurier, Olivier Strauss, Christel Vrain:
Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group. Int. J. Approx. Reason. 171: 109206 (2024) - Milan Bhan, Jean-Noël Vittaut, Nicolas Chesneau, Marie-Jeanne Lesot:
Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations. EMNLP 2024: 10974-10991 - Agnès Rico, Marie-Jeanne Lesot, Christophe Marsala:
A Maximin Approach to Elicit Gödel Integral in an XAI Context. FUZZ 2024: 1-8 - Yann Munro, Isabelle Bloch, Mohamed Chetouani, Catherine Pelachaud, Marie-Jeanne Lesot:
Sémantique agrégative graduelle pour les systèmes d'argumentation bipolaires pondérés. JIAF-JFPDA 2024: 104-112 - Yann Munro, Camilo Sarmiento, Isabelle Bloch, Gauvain Bourgne, Catherine Pelachaud, Marie-Jeanne Lesot:
An Action Language-Based Formalisation of an Abstract Argumentation Framework. PRIMA 2024: 155-171 - Véronne Yepmo, Grégory Smits, Marie-Jeanne Lesot, Olivier Pivert:
CADI: Contextual Anomaly Detection using an Isolation-Forest. SAC 2024: 935-944 - Agnès Rico, Marie-Jeanne Lesot, Christophe Marsala:
User's Preference Modelling with Gödel Integral. SUM 2024: 394-407 - Milan Bhan, Jean-Noël Vittaut, Nicolas Chesneau, Marie-Jeanne Lesot:
Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations. CoRR abs/2402.12038 (2024) - Milan Bhan, Jean-Noël Vittaut, Nina Achache, Victor Legrand, Nicolas Chesneau, Annabelle Blangero, Juliette Murris, Marie-Jeanne Lesot:
Mitigating Text Toxicity with Counterfactual Generation. CoRR abs/2405.09948 (2024) - Clara Bove, Thibault Laugel, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki:
Why do explanations fail? A typology and discussion on failures in XAI. CoRR abs/2405.13474 (2024) - Yann Munro, Camilo Sarmiento, Isabelle Bloch, Gauvain Bourgne, Catherine Pelachaud, Marie-Jeanne Lesot:
An action language-based formalisation of an abstract argumentation framework. CoRR abs/2409.19625 (2024) - 2023
- Fadi Badra, Marie-Jeanne Lesot:
Case-based prediction - A survey. Int. J. Approx. Reason. 158: 108920 (2023) - Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
A general framework for personalising post hoc explanations through user knowledge integration. Int. J. Approx. Reason. 160: 108944 (2023) - Agnès Rico, Marie-Jeanne Lesot, Christophe Marsala:
Norms and Discrete Choquet Integrals Induced by Submodular Fuzzy Measures: A Discussion. EUSFLAT/AGOP 2023: 39-51 - Véronne Yepmo, Grégory Smits, Marie-Jeanne Lesot, Olivier Pivert:
Vers un partitionnement des données à partir d'une forêt d'isolation. EGC 2023: 163-174 - Thibault Laugel, Adulam Jeyasothy, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Achieving Diversity in Counterfactual Explanations: a Review and Discussion. FAccT 2023: 1859-1869 - Grégory Smits, Marie-Jeanne Lesot, Olivier Pivert, Marek Z. Reformat:
Diversifying Top-k Answers in a Query by Example Setting. FQAS 2023: 15-26 - Adulam Jeyasothy, Agnès Rico, Marie-Jeanne Lesot, Christophe Marsala, Thibault Laugel:
Knowledge Integration in XAI with Gödel Integrals. FUZZ 2023: 1-6 - Esteban Marquer, Fadi Badra, Marie-Jeanne Lesot, Miguel Couceiro, David Leake:
Less is Better: An Energy-Based Approach to Case Base Competence. ICCBR Workshops 2023: 27-42 - Fadi Badra, Marie-Jeanne Lesot, Esteban Marquer, Miguel Couceiro:
Some Perspectives on Similarity Learning for Case-Based Reasoning and Analogical Transfer. IARML@IJCAI 2023: 16-28 - Clara Bove, Marie-Jeanne Lesot, Charles Albert Tijus, Marcin Detyniecki:
Investigating the Intelligibility of Plural Counterfactual Examples for Non-Expert Users: an Explanation User Interface Proposition and User Study. IUI 2023: 188-203 - Guillaume Gervois, Gauvain Bourgne, Marie-Jeanne Lesot:
Différentiation des modalités du Bien : au-delà de l'optimalité de Pareto. JIAF 2023: 169-176 - Yann Munro, Camilo Sarmiento, Isabelle Bloch, Gauvain Bourgne, Marie-Jeanne Lesot:
Temporalité et causalité en argumentation abstraite. JIAF 2023: 135-145 - Milan Bhan, Jean-Noël Vittaut, Nicolas Chesneau, Marie-Jeanne Lesot:
TIGTEC: Token Importance Guided TExt Counterfactuals. ECML/PKDD (3) 2023: 496-512 - Yann Munro, Camilo Sarmiento, Isabelle Bloch, Gauvain Bourgne, Marie-Jeanne Lesot:
Temporality and Causality in Abstract Argumentation. CoRR abs/2303.09197 (2023) - Milan Bhan, Jean-Noël Vittaut, Nicolas Chesneau, Marie-Jeanne Lesot:
TIGTEC : Token Importance Guided TExt Counterfactuals. CoRR abs/2304.12425 (2023) - Thibault Laugel, Adulam Jeyasothy, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Achieving Diversity in Counterfactual Explanations: a Review and Discussion. CoRR abs/2305.05840 (2023) - Adam Rida, Marie-Jeanne Lesot, Xavier Renard, Christophe Marsala:
Dynamic Interpretability for Model Comparison via Decision Rules. CoRR abs/2309.17095 (2023) - 2022
- Yann Munro, Isabelle Bloch, Mohamed Chetouani, Marie-Jeanne Lesot, Catherine Pelachaud:
Argumentation and Causal Models in Human-Machine Interaction: A Round Trip. AIC 2022: 93-106
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